Rear caliper removal

Hi all, just checking I'm not going nuts really. Finally got around to a refurb of my rear caliper.

I am right in thinking that with pads/pin out, and the caliper bracket off the swing arm, the caliper should slide off the pins? There's nothing else holding it on? If that's the case, mine is seized to Buggery...